User specific data distribution of crowd-sourced data

ABSTRACT

There are provided systems and methods for user specific data distribution of crowd-sourced data. A user may provide data indicative of an item the user may wish to purchase, for example, through browsing history, entry of the item to a transaction, or other information. A community of users associated with the user, which may include the user or other known or nearby users, may provide real-time data collected by their devices of information that may be relevant to purchase of the item. The information may be passively or actively collected by components of devices for their devices, and may be crowd-sourced so that the community of users may elect to release the information and receive rewards by virtue of their data sharing. The information may be processed to determine a recommendation for purchase, which may be output through a commonly used communication platform for the user.

CROSS-REFERENCE TO RELATED APPLICATIONS

This application is a continuation of U.S. application Ser. No.15/789,826, filed Oct. 20, 2017, which claims benefit to U.S.Provisional Application No. 62/411,479, filed Oct. 21, 2016, all ofwhich is hereby incorporated by reference in its entirety.

TECHNICAL FIELD

The present application generally relates to intelligent data processingbased on crowd sourced data and, and more specifically to distributingcrowd-sourced data from one or more devices to provide user specificinformation and recommendations through a preferred electroniccommunication platform.

BACKGROUND

Consumers engaging in everyday shopping may face a multitude ofdifferent problems that may cause unnecessary issues for the consumers.For example, a consumer may not have real-time pricing and/oravailability information, and may further run into unnecessary timewasting events, including lines, traffic, parking issues, and/orunforeseen events. Thus, shopping for groceries or other common itemsneeded by consumers may deter consumers from purchases or may cause theconsumers to purchase suboptimal items based on price, availability,and/or brand. Moreover, other consumers that have found optimal itemsfor certain purchasing behaviors may spend an inordinate amount of timeperforming such research and may have no incentive to assist otherconsumers in shopping.

Service providers may provide different services to consumers, includingservices related to shopping and/or purchasing of items. Such servicesmay be provided to consumers through input processing procedures thatassist the service provider in receiving input from the consumer andproviding the consumer with the requested features. Consumers performingeveryday shopping may wish to utilize the service provider features;however, the service provider may not have real-time data necessary toserve the consumer's interests and may be unaware of how to best presentdata to the consumer to assist the consumer in shopping. For example, anonline merchant marketplace and/or item search engine may only haveinformation stored to a database, which may be outdated, or may onlyhave static data that does not reflect real-world changes to inventory,pricing, or other relevant data. Other service providers that interactwith merchant devices to receive data may only be aware of data enteredto the merchant device, which may not reflect other available data at alocation or another merchant location. Thus, online services providersare unable to convey up-to-date information to user devices on anetwork, such as mobile smart phones, in a relevant and useful manner,which may disadvantage both the merchant and the consumer for on-line orweb based or related transactions.

BRIEF DESCRIPTION OF THE DRAWINGS

FIG. 1 is a block diagram of a networked system suitable forimplementing the processes described herein, according to an embodiment;

FIG. 2 is an exemplary user environment having multiple users accruingcrowd-sourced data for use in providing a user with a particularrecommendation or notification based on user information and preferredcommunication platforms, according to an embodiment;

FIG. 3 is an exemplary user interface displaying data specific to a userassociated with a device displaying the user interface, where the datais crowd-sourced from multiple other devices, according to anembodiment;

FIG. 4 is an exemplary process flowchart for user specific datadistribution of crowd-sourced data, according to an embodiment; and

FIG. 5 is a block diagram of a computer system suitable for implementingone or more components in FIG. 1, according to an embodiment.

Embodiments of the present disclosure and their advantages are bestunderstood by referring to the detailed description that follows. Itshould be appreciated that like reference numerals are used to identifylike elements illustrated in one or more of the figures, whereinshowings therein are for purposes of illustrating embodiments of thepresent disclosure and not for purposes of limiting the same.

DETAILED DESCRIPTION

Provided are methods utilized for user specific data distribution ofcrowd-sourced data. Systems suitable for practicing methods of thepresent disclosure are also provided.

A service provider, such as a transaction processor service, may providedifferent online services to a user that assist the user in processingone or more transactions, as well as providing data to the userincluding data associated with one or more items available for purchasefrom one or more merchants. For example, the service provider mayprovide tokenization services that tokenize secure or sensitive data(e.g., a payment instrument, authentication credentials, and/or accountidentifier allowing for processing of payments) by substituting the datafor a token or another identifier or data element having no externalmeaning but referring back to the data through a tokenization system.Thus, the token may further identify a digital wallet or other accountfeature with the service provider to allow payments to be processed. Infurther embodiments, the service provider may provide risk and/or fraudanalysis procedures for transaction processing and user/merchantidentification and security, gateway payment processing services toprocess payments using payment instruments (e.g., debit/credit cards,payment accounts, gift cards, etc.), peer to peer payments,micro-transaction platforms including in-app micro-transactions forpurchases, rewards and incentives including exchange services forrewards/incentives, user addition or removal, and/or online account anddigital wallet services. The service provider's services may be exposedthrough one or more application programming interfaces (APIs) associatedwith the processes and components providing the services of the serviceprovider. The services may also be added, removed, and/or changed froman application or accessible platform as needed by the requirements ofone or more users utilizing such features.

Such services may make up a foundation layer of the service provider,where the services are provided through additional layers, for example,natural language processing, machine learning, and/or artificialintelligence processes and features that assist the service provider inprocessing data and combining the services to process data from usersand provide data and/or the services back to the user. The dataprocessing techniques and features of the service provider may receivedata, including real-time data crowd-sourced from multiple users,merchants, and/or other entities, in order to process, store, and/orservice the data to additional users. Thus, the data processing featuresmay determine how to collect data, what data to collect, how the datarelates to other received and/or stored data, and what data to provideto particular users. As previously discussed, the data may include dataassociated with one or items available for purchase from one or moremerchants, including the same or similar item available from multiplemerchants (e.g., a store selling the same food item, product, etc.).Thus, the item data may include real-time pricing, availability,reviews, purchase patterns (e.g., indicators of future availability orpricing), discounts/incentives, and/or other item information.Crowd-sourced information for one or more items may also include userknowledge and/or postings shared by other users, including specificknowledge by certain users that may indicate an item's price,availability, and/or use for a task or requirement. Furtherenvironmental data may also be accrued by the service provider,including weather information associated with the user's and/ormerchant's location, traffic patterns and congestion, routing andmapping information, user population information at a location includingcurrent line wait times at a shopping location, parking information andpricing, public transportation schedules, and/or other externalenvironmental factors and/or information associated with a user,merchant, and/or location. Such data may be crowd-sourced from acommunity of users at a location, purchasing a product, or otherwiseassociated with a product or merchant. For example, the service providermay request or receive contributions from a plurality of users in acommunity related to the item, merchant, and/or environmental factors,such that data accrual is outsourced to or obtained from the crowd ofusers. Additionally, the data may be received from other entities, suchas traffic reporting services, weather services, and/or other types ofdata providing resources. Moreover, such item and/or environmental datamay also be retrieved through sensors and/or data accrual devicesembedded in everyday devices, for example, through electronics,software, and network connectivity of devices linked through theInternet of Things (IoT).

Additionally, for the service provider to receive real-timecrowd-sourced data from users, the service provider may incentivize oneor more other users to share data required by the service provider'sservices. For example, an incentive may be unlocked or received based ona user sharing data such that the incentive is not received by the userunless the user performs an affirmative act to provide item and/orenvironmental data to the service provider. An incentive may be unlockedby the user entering data that is transmitted to the service provider,which may include text, images, video, audio, or other digital contentthat may be processed by the service provider. The relevancy,timeliness, and/or accuracy of the data may influence the type of rewardreceived, such that more specific or relevant data provides betterrewards or more of a reward. Thus, the reward system may function as agame or other tiered or scored activity that allows the user to progressthrough ranks or levels to unlock content, including the rewards andother benefits. Additionally, the reward system may be tiered so thatthe user may join higher tiers having better benefits, and may alsoprovide the user with further benefits, including social networkingrecognition, video game bonuses, application features, service providerfeature benefits, and/or titles or badges. For example, an additionalbenefit or reward system level that provides benefits may be unlockedafter a number of shares of information or capture and transmission ofinformation to the service provider. In other embodiments, theinformation may be indirectly shared with the service provider andretrieved using another source. In such embodiments, the serviceprovider may provide the reward after scraping (e.g., web or applicationscraping, such as web harvesting or data extraction) the data from oneor more sources, including online postings, social networking feeds,microblogging entries, media shares, messages, texts, voice datatransfers, or other data transmission. Additionally, incentives may beprovided for the user purchasing an item and/or user shopping at thelocation based on provided recommendations by the service provider forsharing their purchasing/shopping data, as discussed herein. The rewardmay also be presented in an augmented reality, for example, nearby orover an item where the service provider would like information. Usersmay then unlock the reward by capturing item data and transmitting theitem data to the service provider.

Thus, the service provider may request and/or receive the data from oneor more other users, merchants, and/or entities, including requestingand/or receive the data in real-time so that the data is current for theitems. The service provider may also request and/or receive data for aparticular user interested in an item, including real-time data for theuser. The user data may include a location of the user, item interest(e.g., a shopping list, purchase preference, item requirement, or otherindication of a potential purchase by the user), schedule of the user,upcoming appointments or locations of visit by the user, travel ortransportation availability/usage by the user, current available fundsof the user, device application usage, or other information used todetermine where, when, or how much to purchase an item, for example,user purchasing preferences of the user.

In order to provide relevant data and item shopping recommendations tothe user based on the crowd-sourced item and environmental data, an itemof interest of the user may be determined by the service provider. Theitem of interest may be determined based on the user data, such as ashopping list, interests, preferences, past purchases, purchasepreference, and/or item requirement. Moreover, the service provider maydetermine a matching item to the item of interest, where the matchingitem is available for purchase from a merchant. Thus, the matching itemmay be a specific item (or group of items depending on availabilityand/or selection differences) available from a specifically selectedmerchant or group of merchants, which may include a specific merchantlocation and/or merchant locations for the group of merchants. Thematching item may be determined based on the crowd-sourced item and/orenvironmental data such that the price, availability, convenience,and/or other purchasing factor is determined for the particular userbased on the user data for that user. For example, where a budget is themost important, a lowest priced matching item may be selected, which mayalso consider cost to retrieve the item (e.g., used gas for a vehicle totravel to the merchant location, public transportation cost, etc.). Inother embodiments, the availability may influence selection of amatching item, for example, based on inventory, seasonalpricing/availability, or other availability data for an item. Similarly,the convenience may affect selection of the matching item for userswhere time may be a factor (e.g., a set lunch break schedule or upcomingmeeting). Environmental data may also influence selection of thematching item, for example, by selecting a most convenient merchant(e.g., a merchant with the shortest lines, most parking availability,shortest route, least traffic to visit, etc.) and/or lowest costmerchant (e.g., factoring in parking cost, travel cost based on traffic,etc.). Utilizing the user data with the item and environmental data, ashopping/purchase recommendation for one or more items may bedetermined, which may include a specific price, location of purchase,merchant, and/or other necessary purchase information. In variousembodiments, the recommendation may include further information inaddition to a purchase price, location, and/or availability, including aroute to purchase the item, a time for purchase of the item, a scheduleto visit a merchant location selling the item, parking locations forparking to purchase the item, and/or other information that may be ofuse to the user when purchasing the item and/or shopping for the item.

The service provider may provide an additional layer of componentsutilized for the presentation of data to users, which may interactdirectly with one or more other devices or servers to communicaterelevant data to particular users, such as the shopping/purchaserecommendations. For example, such components of the service providermay interface with one or more applications, including dedicateddevice-side applications and/or website hosting applications to servedata to a user through one or more protocols or interfaces. Suchcomponents may include multiple different types of experiences for usersto receive and consume data, such as media including the recommendationsdetermined by the service provider. The service provider may use userdata, including data for communication platforms used or preferred bythe user, to select a communication platform that the service providermay utilize to communicate the recommendation to the user. The serviceprovider may utilize the aforementioned components to access thecommunication platform and transmit the recommendation, such as anonline messaging platform, social networking service, email service,microblogging service, media sharing service, or other online portal.The communication platform may also be device specific or correspond toa specific device, include a personal computer, tablet, mobile phone,smart home device, voice activate device, vehicle computing platform(e.g., console device and/or heads up display), and/or other device.

The user may select a communication platform that the user wishes toreceive the recommendation. However, in other embodiments, thecommunication platform may be determined based on past user actionsincluding use of platforms, available platforms to the user, and/orviewing history by the user. The communication platform may also beselected based on the recommendation and/or when the recommendationshould be transmitted, for example, if the recommendation is for acertain location (e.g., near home, and thus provided through a smarthome system or voice activated home device) and/or will be presented ata certain time (e.g., on a walk by the user, and thus through acommunication platform available to a mobile phone). Thus, the serviceprovider may further determine when to communicate the recommendation tothe user, which may be based on a time most likely to be viewed on thecommunication platform and/or selected based on the user' s location orschedule. For example, the recommendation may be presented while theuser is viewing the platform, when the user is nearby the merchantlocation, or when the user has time in their schedule to visit themerchant location (e.g., between appointments). Once the platform isdetermined by the service provider, the recommendation may becommunicated to the user for viewing and/or using while shopping.

Moreover, the recommendation for the purchase of the item and/or theshopping list, route, or other information provided in therecommendation may be updated in real-time based on changing real-timedata received from the crowd-sourced users and/or detected for the user.For example, as new item data is updated, the recommendation for theparticular matching item may be updated, and the service provider mayfurther generate an additional or new recommendation better suited forthe user's interests, preferences, and/or user data. The new item datamay correspond to changes in item pricing and/or availability, or maycorrespond to other data relevant to the user, such as other users'reviews (e.g., bad/good reviews of an item). Moreover, the environmentaldata may affect the recommendation and/or may cause generation of a newrecommendation, for example, based on traffic, weather, parking, orother factors.

In further embodiments, the recommendation may be updated based ondetected user information, including a location of the user. Forexample, a map route to locate the item and/or merchant location may beupdated based on a location of the user and/or environmental data.Moreover, an in-store route may be updated using proximity wirelessbeacon devices or “nearables” (e.g., smart devices having sensors and/ortransmitters to send and/or receive data within a proximity, forexample, to a user's mobile device) to assist the user in locating thedevice and instructing the user to the device, as well as provide thestatus of the device. Additionally, an augmented reality may bepresented to the user, for example, through captured audiovisual data,that may assist the user in routing to the merchant location and/or tothe item, as well as display item information, environmental data,and/or incentives. Thus, rewards for shopping may also be providedthrough the augmented reality, where the user may accrue a rewardthrough shopping and/or purchasing, as well as sharing data. Moreover, auser purchasing an item may further be incentivized to share data afterpurchasing or viewing an item through the aforementioned purchase plan.

The service provider may further provide a digital wallet to the user,where the digital wallet may include one or more financial instrumentsthat the user may use during transaction processing. Thus, the serviceprovider may further include additional transaction management services,as well as account services for use with the service provider andaccessible through a device application, such as a browser application,dedicated application of the service provider, and/or other application(e.g., merchant application) utilizing the processes and featuresprovided by the service provider. Accounts with the service provider maycorrespond to a digital wallet, as well as a payment account, where aholder of the account may send and receive payments and engage intransaction processing. For example, payment accounts with a paymentprovider may allow the user to send and receive money for transactions,transfers, and other financial actions. The accounts of users mayinclude personal, device, and financial information, as well as otherinformation that may be determined by or requested from the serviceprovider. Additionally, the user may specify authentication credentials,such as a login name, password, and/or personal identification number(PIN) for use of the account. Thus, the user may be allowed to use thedigital wallet as a payment instrument in further transactionprocessing. For example, the user may use the digital wallet for apurchase with another seller or merchant. The user may utilize thedigital wallet to effectuate a purchase prior to arriving at a merchantlocation and/or at a merchant location, for example, through therecommendation provided to the user. In this regard, the recommendationmay include a purchase option and process that allows the user topurchase the matching item in the recommendation. Thus, therecommendation may close the shopping loop by allowing the user tofurther complete a purchase for the item. Where the item is purchasedprior to arrival at the merchant location, the processed transactionhistory may be transmitted to the user and/or the merchant, and themerchant may be provided with instructions for holding the item and/orhaving the item delivered to the user.

Thus, utilizing the aforementioned procedures, APIs of one or moreservices provided by an online service provider may be moreappropriately put together and utilized in a convenient applicationpackage to provide services beneficial to the user. The service providermay provide such services through real-time collection of data bycrowd-sourcing data accrual to one or more other users through theiruser devices. Moreover, an incentive program may be established for theuploading and transmission of data, which may further be accessedthrough a device application, gaming process, and/or augmented reality.Moreover, issues related to the lack of accurate real-time datanecessary for users to make purchasing decisions may be remedied throughthe use of the service provider services and accrual of real-time data.Thus, previous systems that utilized static data from single sources maybe improved by accruing real-time crowd sourced data from multipledevices to provide accurate and relevant output communications to auser's device.

FIG. 1 is a block diagram of a networked system 100 suitable forimplementing the processes described herein, according to an embodiment.As shown, system 100 may comprise or implement a plurality of devices,servers, and/or software components that operate to perform variousmethodologies in accordance with the described embodiments. Exemplarydevices and servers may include device, stand-alone, andenterprise-class servers, operating an OS such as a MICROSOFT® OS, aUNIX® OS, a LINUX® OS, or other suitable device and/or server based OS.It can be appreciated that the devices and/or servers illustrated inFIG. 1 may be deployed in other ways and that the operations performedand/or the services provided by such devices and/or servers may becombined or separated for a given embodiment and may be performed by agreater number or fewer number of devices and/or servers. One or moredevices and/or servers may be operated and/or maintained by the same ordifferent entities.

System 100 includes a communication device 110, a merchant device 140,and a service provider server 150, in communication over a network 170.A user (not shown) may utilize communication device 110 to engage in atransaction with a merchant (not shown) through merchant device 140.Additionally, the user may provide data crowd-sourced from multipleusers by service provider server 150 using communication device 110. Inthis regard, service provider server 150 may receive crowd-sourced datafrom multiple users and other entities, including additional sensors,computing devices, and/or networked servers and databases. Thecrowd-sourced data may be used by service provider server 150 with userdata to determine a recommendation for a user, for example, byoptimizing one or more purchasing criteria, parameters, or preferencesof the user when purchasing one or more items from the merchantassociated with merchant device 140. The recommendation may becommunicated to the user through communication device 110 by selectingone or more communication platforms used to transmit the recommendation.Moreover, service provider server 150 may provide rewards to incentivizecrowd-sourced users to release and/or provide data to service providerserver 150.

Communication device 110, merchant device 140, and service providerserver 150 may each include one or more processors, memories, and otherappropriate components for executing instructions such as program codeand/or data stored on one or more computer readable mediums to implementthe various applications, data, and steps described herein. For example,such instructions may be stored in one or more computer readable mediasuch as memories or data storage devices internal and/or external tovarious components of system 100, and/or accessible over network 170.

Communication device 110 may be implemented as a communication devicethat may utilize appropriate hardware and software configured for wiredand/or wireless communication with merchant device 140 and/or serviceprovider server 150. For example, in one embodiment, communicationdevice 110 may be implemented as a personal computer (PC), a smartphone, laptop/tablet computer, wristwatch with appropriate computerhardware resources, eyeglasses with appropriate computer hardware (e.g.GOOGLE GLASS®), other type of wearable computing device, implantablecommunication devices, and/or other types of computing devices capableof transmitting and/or receiving data, such as an IPAD® from APPLE®.Although a communication device is shown, the communication device maybe managed or controlled by any suitable processing device. Althoughonly one communication device is shown, a plurality of communicationdevices may function similarly.

Communication device 110 of FIG. 1 contains input components 120, aservice application 130, a payment application 112, other applications114, a database 116, and a communication module 118. Payment application112 and other applications 114 may correspond to executable processes,procedures, and/or applications with associated hardware. In otherembodiments, communication device 110 may include additional ordifferent modules having specialized hardware and/or software asrequired.

Input components 120 may correspond to one or more hardware componentsutilized for the detection and collection of data transmitted to serviceprovider server 150, where service provider server 150 may crowd-sourcethe data collection to a plurality of devices including communicationdevice 110 having the same or similar hardware features to inputcomponents 120. In this regard, input components 120 may detect itemdata for one or more items for sale from one or more merchants,including an item for sale from the merchant associated with merchantdevice 140. The item data may correspond to current or real-time dataassociated with the item, including an item price with the merchant,availability from the merchant, sales data and patterns for the itemfrom the merchant, and/or other data necessary for determination of arecommendation for purchase of the item based on one or more userinterests and/or preferences. Input components 120 may also be utilizedto detect and/or collect environmental data associated with the user,the merchant selling the item, and/or the specific item, which mayinclude weather information, purchase/line wait times, parking costsand/or availability, traffic conditions arriving to or departing from amerchant location (which may be route specific, for example, on certainstreets), and/or conditions that may affect the price, availability, orother parameter of the item. Input components 120 may be utilized tocollect user data associated with the user for determination of an itemof interest, a recommendation, and/or a communication platform used totransmit a recommendation to the user. For example, the user data mayindicate an item the user may wish to purchase through a shopping list,preference, search history, and/or prior purchase history. The user datamay also indicate a user's preferences in purchases, such as a pricepreference, required inventory/amount, time of purchase, schedule oflocations or appointments, and/or other preference in shopping for theitem. Moreover, the user data may indicate communication platforms thatthe user utilizes and/or will view, as well as times of viewing and/oravailability. However, in other embodiments, the user data may beprovided by the user associated with communication device 110 to serviceprovider server 150 through another input mechanism and/or may bedetermined by service provider server 150 using stored data for the user(e.g., transaction histories, past purchases, known preferences,shopping/wish lists, etc.).

In various embodiments input components 120 may actively be utilized toinput data that may be transmitted to service provider serer 150, suchas text data through a keyboard or touchscreen, media content through acamera or microphone, or other type of active input by a user. However,in further embodiments, input components 120 may passively collect datatransmitted to service provider server 150, including item and/orenvironmental data through a GPS locator, sensor, or other input devicethat may be capable of passively collecting data without active userinput. Moreover, input components 120 may collect data from one or moreother applications executing on communication device 110, such asservice application 130 and/or payment application 112, where theapplication data may be communicated to service provider server 150 asuser data (e.g., application usage), item data (e.g., a transactionhistory purchasing an item or an online posting about an item), and/orenvironmental data (e.g., a location, traffic condition, weather, etc.).

Service application 130 may correspond to one or more processes toexecute software modules and associated devices of communication device110 to provide an application and one or more graphical user interfacesthat may be utilized to send and receive communications through acommunication platform, which may include receipt of recommendationsfrom service provider server 150 to shop for and/or purchase an item ofinterest to the user. In this regard, service application 130 maycorrespond to specialized hardware and/or software utilized by a user ofcommunication device 110 to access a communication platform, which maycorrespond to a platform for messaging, email, social networking,microblogging, video game, media sharing, or other type of onlineelectronic communication. Service application 130 may receivecommunications, which may include communications from other entities(e.g., messages, posts, etc.) and/or recommendations from serviceprovider server 150. Additionally, service application 130 may transmitcommunications to one or more other entities, including merchant device140 and/or service provider server 150. Service application 130 maydisplay a recommendation to the user through the communication platformassociated with service application 130 and/or selected by serviceprovider server 150. The recommendation may be output to the user basedon a triggering condition, which may be detected by service application130 and/or service provider server 150, such as a time, location, and/oraction by the user. The recommendation may be displayed generally as acommunication and/or through an augmented reality or other mixed contenttype output, for example, when displaying a route, instructions, and/orinformation for purchase of an item. The recommendation may also beupdated in real-time based on changes to data and/or updates to routinginstructions or information received from proximity beacon devices andother short range wireless communications. In various embodiments, inputcomponents 120 and/or service application 130 may transmit datarequested by service provider server 150 associated with an item orenvironment for an item, for example when crowd-sourced from multipleresources. The data may be utilized by service provider server 150 ingenerating recommendations for one or more users, as discussed herein.In various embodiments, service application 130 may further provide aninterface to receive rewards for sharing of data, which may includetiered rewards as well as an interactive game and/or augmented realityassociated with a rewards system.

Payment application 112 may correspond to one or more processes toexecute software modules and associated devices of communication device110 to enter one or more payment instruments or other funding sourcesfor storage in a digital wallet associated with a payment account (e.g.,stored and/or serviced by service provider server 150) and/or engage intransaction processing with another entity, such as a merchant. In thisregard, payment application 112 may correspond to specialized hardwareand/or software utilized by a user of communication device 110 thatinitially provides an interface to permit the user to enter input andother data for payment instruments, for example, through an input device(e.g., touch screen with a graphical user interface, keypad/keyboard,mouse, etc.) and/or through a data capture device (e.g., scanner,camera, other optical device, etc.). Such information may be stored withservice provider server 150 for use with an online digital wallet storedto an account for the user with service provider server 150, which maybe utilized for transaction processing with another entity, such as amerchant associated with merchant device 140. In various embodiments,information for the account and/or digital wallet may also be stored tocommunication device 110 for use in an offline environment. The accountaccessible through payment application 112 may be used to initiate,receive, and/or process/complete transactions using services provided byservice provider server 150. Once entered, the payment instruments maybe communicated to service provider server 150 over network 170 bypayment application 112 for establishment and/or maintenance/update ofthe account and/or entry into the digital wallet for the user. The userof communication device 110 may also enter discounts and/or benefits topayment application 112 for storage to the digital wallet and use duringtransaction processing. In various embodiments, recommendationsdisplayed through service application 130 may also be processed anditems associated with the recommendations may be purchased, for example,using payment application 112.

Payment application 112 may utilize one or more user interfaces, such asgraphical user interfaces presented using an output display device ofcommunication device 110, to enable the user associated withcommunication device 110 to perform transaction processing. In variousembodiments, payment application 112 may correspond to a general browserapplication configured to retrieve, present, and communicate informationover the Internet (e.g., utilize resources on the World Wide Web) or aprivate network. For example, payment application 112 may provide a webbrowser, which may send and receive information over network 170,including retrieving website information (e.g., a website for serviceprovider server 150), presenting the website information to the user,and/or communicating information to the website, such as a location ofthe user. However, in other embodiments, payment application 112 mayinclude a dedicated application of service provider server 150 or otherentity (e.g., a merchant), which may be configured to assist inprocessing transactions. Payment application 112 may be utilized toselect payment instrument(s) for use in providing payment for a purchasetransaction, transfer, or other financial process, which may includepurchase of an item in a recommendation received by communication device110 and output through service application 130. As discussed hereinpayment application 112 may utilize a digital wallet stored to anaccount with a payment provider, such as service provider server 150,for example, through providing a token that identifies the account andauthenticates the user for use of the account. Payment application 112may use such a token during transaction processing to authenticate theuser and complete transaction processing by providing the token, whichmay be encrypted and/or provided through a secure channel toauthenticate the user and/or the user's digital wallet to serviceprovider server 150 and allow for transaction processing and paymentusing the user's digital wallet. Payment application 112 may be utilizedto view the results of payment, for example, using transactionhistories, dispute resolution processes, and other post-transactionprocess.

In various embodiments, communication device 110 includes otherapplications 114 as may be desired in particular embodiments to providefeatures to communication device 110. For example, other applications114 may include security applications for implementing client-sidesecurity features, programmatic client applications for interfacing withappropriate application programming interfaces (APIs) over network 170,or other types of applications. Other applications 114 may also includeadditional communication applications where not provided by paymentapplication 112, such as email, texting, voice, and IM applications thatallow a user to send and receive emails, calls, texts, and othernotifications through network 170. In various embodiments, otherapplications 114 may include financial applications, such as banking,online payments, money transfer, or other applications. Otherapplications 114 may also include other location detection applications,such as a mapping, compass, and/or GPS application, which may be used todetermine a location for the user that is communicated to paymentprovider server 130. Other applications may include social networkingapplications and/or merchant applications. Other applications 114 mayinclude device interfaces and other display modules that may receiveinput and/or output information. For example, other applications 114 maycontain software programs, executable by a processor, including agraphical user interface (GUI) configured to provide an interface to theuser.

Communication device 110 may further include database 116 stored to atransitory and/or non-transitory memory of communication device 110,which may store various applications and data and be utilized duringexecution of various modules of communication device 110. Thus, database116 may include, for example, IDs such as operating system registryentries, cookies associated with payment application 112 and/or otherapplications 114, IDs associated with hardware of communication device110, or other appropriate IDs, such as IDs used for payment/user/deviceauthentication or identification. Database 116 may store information foran account for payment application 112 and/or communication device 110,such as identifiers, tokens, and/or authentication. Additionally,transaction information for a transaction between the user forcommunication device 110 and the merchant for merchant device 140 may bestored to database 116, including a selected payment instrument.Database 116 may include information for a digital wallet, includingavailable payment instruments in the digital wallet. Moreover, receivedrecommendations, rewards, and/or detected data may be stored to database116.

Communication device 110 includes at least one communication module 118adapted to communicate with merchant device 140 and/or service providerserver 150. In various embodiments, communication module 118 may includea DSL (e.g., Digital Subscriber Line) modem, a PSTN (Public SwitchedTelephone Network) modem, an Ethernet device, a broadband device, asatellite device and/or various other types of wired and/or wirelessnetwork communication devices including microwave, radio frequency,infrared, Bluetooth, and near field communication devices.

Merchant device 140 may be maintained, for example, by a merchant thatprovides electronic sales to users through communication device 110and/or service provider server 150. In this regard, merchant device 140may include a device having processing applications, which may beconfigured to interact with communication device 110 to engage intransactions. Merchant device 140 may be implemented using anyappropriate hardware and software configured for wired and/or wirelesscommunication with communication device 110 and/or communication device130. For example, in one embodiment, merchant device 140 may beimplemented as a single or networked personal computer (PC), a smartphone, laptop computer, wearable computing device, and/or other types ofcomputing devices at a merchant location capable of transmitting and/orreceiving data. Although only one merchant device is shown, a pluralityof merchant devices may function similarly.

Merchant device 140 of FIG. 1 contains a sales application 142, otherapplications 144, a database 146, and a communication module 148. Salesapplication 142 and other applications 144 may correspond to processes,procedures, and/or applications executable by a hardware processor, forexample, a software program. In other embodiments, merchant device 140may include additional or different modules having specialized hardwareand/or software as required.

Sales application 142 may correspond to one or more processes to executemodules and associated specialized hardware of merchant device 140 thatprovide sales, checkout, and payment processes for a transaction topurchase one or more items for sale from the user, such as a merchant orseller, corresponding to merchant device 140. In this regard, salesapplication 142 may correspond to specialized hardware and/or softwareof merchant device 140 to provide a convenient interface to permit amerchant to enter, view, and/or edit items and/or services for purchaseby the user associated with communication device 110. For example, salesapplication 142 may be implemented as an application having a userinterface enabling the merchant to enter item information and requestpayment for a transaction on checkout/payment of one or moreitems/services. In certain embodiments, sales application 142 maycorrespond more generally to a web browser configured to viewinformation available over the Internet or access a websitecorresponding to the merchant and/or an online marketplace utilized bythe merchant. Thus, sales application 142 may provide item sales throughan online marketplace using the website of the merchant or anotherservice provider. Thus, the user of communication device 110 mayinitiate a transaction using sales application 142. Sales application142 may correspond to one of the resources utilized by service providerserver 150 when crowd-sourcing data, for example, to receive item dataand/or additional environmental data associated with the merchantcorresponding to merchant device 140. For example, sales application 142may provide item pricing and/or inventory data, as well as waiting timesat the merchant location, transaction histories, customer volume, and/orother data.

Once a payment amount is determined for a transaction for items to bepurchased by user, sales application 142 may request payment from theuser for transaction processing. Payment may be provided through apayment instrument, which may be associated with payment application 112and/or communication device 110. The payment may be provided in responseto a recommendation provided by service provider server 150, and mayoccur while the user is at the merchant location and/or prior to arrivalby the user to the merchant location. The provided payment informationmay be communicated to merchant device 140, which may be used with thetransaction and transaction information for approval. Service providerserver 150 may process the transaction with the provided account anddetermine whether to approve or decline the transaction. Salesapplication 142 may then receive the results of the transactionprocessing, and complete the transaction with the user, for example, byproviding the user the items for the transaction or declining thetransaction where the user is not authenticated or the transaction isnot authorized (e.g., insufficient funds, rejection of the transactionbased on risk analysis by service provider server 150). A transactionhistory may then be generated by sales application 142.

Merchant device 140 includes other applications 144 as may be desired inparticular embodiments to provide features to merchant device 140. Forexample, other applications 144 may include security applications forimplementing client-side security features, programmatic clientapplications for interfacing with appropriate application programminginterfaces (APIs) over network 170, or other types of applications.Other applications 144 may also include email, texting, voice and IMapplications that allow a user to send and receive emails, calls, texts,and other notifications through network 170. In various embodiments,other applications 144 may include financial applications, such asbanking, online payments, money transfer, or other applicationsassociated with communication device 130. Other applications 144 maycontain software programs, executable by a processor, including agraphical user interface (GUI) configured to provide an interface to theuser.

Merchant device 140 may further include database 146 which may include,for example, identifiers such as operating system registry entries,cookies associated with sales application 142 and/or other applications144, identifiers associated with hardware of merchant device 140, orother appropriate identifiers, such as identifiers used forpayment/user/device authentication or identification. Identifiers indatabase 146 may be used by a payment/credit provider to associatemerchant device 140 with a particular account maintained by thepayment/credit provider. Database 146 may further include transactioninformation and/or results, including received payment instrumentsand/or user/merchant information.

Merchant device 140 includes at least one communication module 148adapted to communicate with communication device 110 and/or serviceprovider server 150. In various embodiments, communication module 148may include a DSL (e.g., Digital Subscriber Line) modem, a PSTN (PublicSwitched Telephone Network) modem, an Ethernet device, a broadbanddevice, a satellite device and/or various other types of wired and/orwireless network communication devices including microwave, radiofrequency, infrared, Bluetooth, and near field communication devices.

Service provider server 150 may be maintained, for example, by atransaction processing service provider, which may include paymentprocessing providers and other type of financial service providers. Inthis regard, service provider server 150 includes one or more processingapplications which may be configured to interact with communicationdevice 110, merchant device 140, and/or another device/server tofacilitate transaction processing for financial transactions, as well asdigital wallet use and transaction processing. In one example, serviceprovider server 150 may be provided by PAYPAL®, Inc. of San Jose,Calif., USA. However, in other embodiments, service provider server 150may be maintained by or include another financial entity.

Service provider server 150 of FIG. 1 includes intelligent offerapplication 160, a transaction processing application 152, otherapplications 154, a database 156, and a network interface component 158.Intelligent offer application 160, transaction processing application152, and other applications 154 may correspond to executable processes,procedures, and/or applications with associated hardware. In otherembodiments, service provider server 150 may include additional ordifferent modules having specialized hardware and/or software asrequired.

Intelligent offer application 160 may correspond to one or moreprocesses to execute modules and associated specialized hardware ofservice provider server 150 to receive an indication of an item ofinterest to a user, determine a recommendation for the user for the itembased on optimizing one or more shopping preferences throughcrowd-sourced data, and transmit the recommendation through acommunication platform determined based on known data for the user'splatform usage and/or viewing schedule. In this regard, intelligentoffer application 160 may correspond to specialized hardware and/orsoftware to first access, receive, or determine a potential item ofinterest to purchase by a user, for example, through a shopping list ofitems of the user, past purchases, required purchases (e.g., anauxiliary purchase to a known item owned or ordered by the user such asbatteries, a detected low requirement of an item such as gas detected bya vehicle device or home products detected by a smart home device,etc.), or other preference for purchase of an item by the user.

Intelligent offer application 160 may further access or receive iteminformation for the item of interest and/or additional information, suchas environmental factors associated with the item. The item informationmay correspond to pricing, availability, reviews, descriptions, or otherinformation or parameter related to the item. The additional informationassociated with the item may correspond to information for a merchantselling the item, including traffic, weather, parking, and other typesof conditions that may be associated with travel to, arrival at, and/oruse of the merchant to purchase the item. Intelligent offer application160 may generate a recommendation to purchase the item for the userbased on the user's interest in the item, the item information, theadditional information, and/or user preferences or data that indicateshow, when, or where a user may purchase the item. Thus, therecommendation may include an offer for the item, including item salesprices, availability, or other information, as well as a time topurchase the item, location of purchase, route to the location, or otherinformation useful to purchase and retrieve the item. Intelligent offerapplication 160 may request the data from multiple users, for example,by crowd-sourcing the information from multiple users. In this regard,intelligent offer application 160 may provide an incentive for one ormore users to share data, including the crowd-sourced data. For example,rewards may be unlocked based on a number of times or an amount ofsharing, based on a quality of sharing, or other parameter related tosharing of data. The rewards may correspond to offers and/or discountswith merchants, such as the merchant associated with merchant device140, or may correspond to offers, discounts, and/or values provided byservice provider server 150, such as a discount for a transaction, astored value (e.g., a gift card), free or discounted services, or otherreward. The rewards may also be tiered, and may be provided through arewards system, game, or other service. Moreover, an augmented realitymay present potential rewards that may be captured by providing dataassociated with an item corresponding to the reward. For example, theuser may view a video output of a location where the potential reward isshown as a graphic in an augmented reality nearby or over an item. Theuser may then capture the necessary item data for the item to unlock thereward.

Intelligent offer application 160 may further determine a communicationplatform to transmit the recommendation to the user. For example, thecommunication platform may be selected based on viewed and/or usedplatforms by the user, including a currently in use application orplatform. The platform may also be selected based on a schedule of theuser and/or the recommendation may be presented through the platformbased on the schedule, location, or other triggers. Once the platform isselected, the recommendation may be transmitted to the user at theappropriate time, location, or other trigger to transmit therecommendation. Moreover, intelligent offer application 160 may providethe recommendation with routing information, environmental information,and/or other information necessary to retrieve and purchase the item.The recommendation may be provided as a graphic in an augmented reality,and may be updated in real-time based on changing data, location of theuser, or nearby proximity devices in communication with communicationdevice 110. The recommendation may also include a purchase option forthe item prior to or at the purchase location, which may be processedusing transaction processing application 152.

Transaction processing application 152 may correspond to one or moreprocesses to execute modules and associated specialized hardware ofservice provider server 150 to receive and/or transmit information fromcommunication device 110 for establishing payment accounts, as well asprocessing and completing of one or more funding transactions initiatedusing the payment accounts, including use of a digital wallet associatedwith the payment account for a user associated with communication device110. In this regard, transaction processing application 152 maycorrespond to specialized hardware and/or software to establish paymentaccounts and associated digital wallets, which may be utilized to sendand receive payments and monetary transfers and engage in otherfinancial transactions. The user associated with communication device110 may establish a payment account with transaction processingapplication 152 by providing personal and/or financial information toservice provider server 150 and selecting an account login, password,and other security information. In various embodiments, the financialinformation may include payment instruments, which may correspond tofinancial information for a user. The payment account may be used tosend and receive payments. The payment account may be accessed and/orused through a browser application and/or dedicated payment applicationexecuted by communication device 110. Transaction processing application152 may receive a payment request from communication device 110 and/ormerchant device 140 for a transaction between the user and the merchant,which may include identifiers, tokens, or other data used fortransaction processing. Transaction processing application 152 mayprovide payment to the merchant using the payment instrument, and mayprovide a transaction history to communication device 110, merchantdevice 140, or store the history with one or more accounts.

In various embodiments, service provider server 150 includes otherapplications 154 as may be desired in particular embodiments to providefeatures to service provider server 150. For example, other applications154 may include security applications for implementing server-sidesecurity features, programmatic client applications for interfacing withappropriate application programming interfaces (APIs) over network 170,or other types of applications. Other applications 154 may containsoftware programs, executable by a processor, including a graphical userinterface (GUI), configured to provide an interface to the user whenaccessing service provider server 150. In various embodiments where notprovided by transaction processing application 152, other applications154 may include connection and/or communication applications.

Additionally, service provider server 150 includes database 156. Aspreviously discussed, one or more of a user or a merchant may establisha payment account including a digital wallet with service providerserver 150. Accounts in database 156 may include entity information,such as name, address, birthdate, payment/funding information,additional user financial information, and/or other desired user data.An entity may link to their respective accounts through an account,user, merchant, and/or device ID, as well as a generated token, whichmay be provided to communication device 110 and/or merchant device 140for use. Thus, when an ID is transmitted to service provider server 150,e.g., from communication device 110 and/or merchant device 140, anaccount belonging to the entity may be found. Additionally, receiveddata and/or recommendations may be stored to database 156, as well asinformation useful for a rewards system.

In various embodiments, service provider server 150 includes at leastone network interface component 158 adapted to communicate communicationdevice 110 and/or merchant device 140 over network 170. In variousembodiments, network interface component 158 may comprise a DSL (e.g.,Digital Subscriber Line) modem, a PSTN (Public Switched TelephoneNetwork) modem, an Ethernet device, a broadband device, a satellitedevice and/or various other types of wired and/or wireless networkcommunication devices including microwave, radio frequency (RF), andinfrared (IR) communication devices.

Network 170 may be implemented as a single network or a combination ofmultiple networks. For example, in various embodiments, network 170 mayinclude the Internet or one or more intranets, landline networks,wireless networks, and/or other appropriate types of networks. Thus,network 170 may correspond to small scale communication networks, suchas a private or local area network, or a larger scale network, such as awide area network or the Internet, accessible by the various componentsof system 100.

FIG. 2 is an exemplary user environment having multiple users accruingcrowd-sourced data for use in providing a user with a particularrecommendation or notification based on user information and preferredcommunication platforms, according to an embodiment. Environment 200includes a communication device 110 a, a communication device 110 b, anda communication device 110 c corresponding generally to the describedfeatures, processes, and components of communication device 110 insystem 100 of FIG. 1. In this regard, a user 1004 a utilizingcommunication device 110 a, a user 1004 b utilizing communication device110 b, and a user 1004 c utilizing communication device 110 c may belocation in environment 200 where communication devices 110 a-c maycapture and/or determine data that may be provided to a serviceprovider. The service provider may therefore crowd-source the data fromcommunication devices 110 a-c and utilize the data to provide relevantrecommendations to other users. Thus, communication devices 110 a-c mayexecute one or more of the processes of input components 120 and/orservice application 130 in system 100 to detected and process real-timedata for environment 200.

Environment 200 includes a merchant location 1000 and an externalenvironment 1002. At merchant location 1000, users 1004 a and 1004 b arebrowsing items and/or traveling through merchant location 1000. Users1004 a and 1004 b may be in possession of communication devices 110 aand 110 b, respectively, where communication devices 110 a and 110 b maybe utilized to capture data within merchant location 1000, for example,through one or more sensors or input components of a mobile phone ordevice. The data may be captured for an item 1006 or an item 1008. Forexample, user 1004 a is shown as nearby item 1006 with communicationdevice 110 a, and may therefore capture data for a price, inventory,availability, sale, or other item data for item 1006. Similarly, user1004 b is nearby item 1008, which may be on a shelf with additionalitems, with communication device 110 b and may capture data of similaritems, group sales, stock, or other relevant item data. Communicationdevices 110 a and 100 b may also capture data of merchant location 1000,such as number of other users, noise level, checkout or item pickup linewait time or length (e.g., number of users in line), and/orenvironmental data of merchant location 1000 (e.g., temperature,humidity, etc.). The data may be captured continuously and/or providedto the server in real-time, so that the item data is current with theserver and reflects changes in item data over time. The sensors maycorrespond to motion detection sensors, such as an accelerometer orgyroscope, or media capture devices, such as a camera. The sensors mayalso capture other data through other input components, including amicrophone, touch screen interface, etc. In some embodiments, the datamay be captured actively, for example, by the user entering data foritems 1006 and 1008 or pointing a camera at something and taking animage or video recording of items 1006 and 1008. In other embodiments,the data may be captured by communication devices 110 a and 110 bpassively, where users 1004 a and 1004 b, respectively, have allowedcommunication devices 110 a and 110 b to capture data. Additionally,other types of devices may also be utilized aside from mobile phones,such as wearable computing devices, tablet computers, biometric devicesthat capture biometric data, or other types of devices having inputcomponents capable of capturing one or more data points or valuesrelevant to merchant location 1000 and/or items 1006 and/or 1008 withinmerchant location 1000.

The aforementioned data may be provided to a service provider fordetermination of data output to another user's communication device. Thedata provided to the other user's communication device may correspond toa notification that is generated, related, and/or dependent on theprovided data from communication devices 110 a and 110 b. Additionally,the data may depend on further data captured by communication device 110c when user 1004 c is in external environment 1002 at or nearby merchantlocation 1000. External environment 1002 may correspond to an outsidelocation that is associated with merchant location 1000. For example,external environment 1002 may correspond to streets leading to merchantlocation 1000, a parking lot or structure for or associated withmerchant location 1000, and/or nearby locations for merchant location1000. Communication device 110 c may capture environmental data forexternal environment 1002, which may include traffic data, portionfilled or available spaces in a parking structure, weather information,safety issues, etc. In other embodiments, the environmental data mayalso be retrieved from data collected by or accrued by one or moreservers or cloud computing architectures, such as a traffic service,weather services, etc. The environmental data may be transmitted to theservice provider, and may be captured in real-time to provide accuratecurrent data to the service provider for use in determining the outputdata (e.g., an item recommendation or purchase notification) for theother user's communication device.

FIG. 3 is an exemplary user interface displaying data specific to a userassociated with a device displaying the user interface, where the datais crowd-sourced from multiple other devices, according to anembodiment. FIG. 3 includes communication device 110 discussed inreference to system 100 of FIG. 1.

Communication device 110 executes an application, such as serviceapplication 110, that may correspond generally to the specializedhardware components and/or software processes described in reference toFIG. 1. In this regard, communication device 110 displays a serviceapplication interface 2000, which may output data to a user based on theuser' s interest in an item, as well as current data for the user. Thedata may correspond to a recommendation or notification for the item,which may be updated in real-time to reflect changes to the user'sinterest in an item and their current data, as well as changing itemdata (e.g., sales inventory, price, etc.). Service application interface2000 may therefore provide a communication platform A 2002 that may beused to receive communications and output the communications to theuser. Communication platform A 2002 may require login information 2004for the user to utilize the platform, which may be utilized withauthentication information to authenticate the user and allow the userto utilize communication platform A 2002 and receive/view messages andrecommendation.

Service application interface 2000 further includes messages 2006, whichcorrespond to a messaging center within the user interface (UI) ofservice application interface 2000. The UI may be output through anoutput component of communication device 110, such as a displayinterface, and may allow the user to view and interact with messages2006. Messages 2006 therefore includes a message A 2008 having data A2010, such as an instant message, email, social networking post ormessage, text message (e.g., SMS/MMS), or other data transfer to theuser through communication platform A 2002. Messages 2006 furtherincludes a recommendation message B 2012 from a service provider that isautomatically (e.g., without user input) generated by the serviceprovider based on user information and/or item information.Recommendation message B 2012 may include a recommendation 2014 havingdata B 2016 (e.g., item purchase and/or location information),environment data 2018 associated with the item/location information(e.g., for or nearby a merchant), preference information 2020 thatcaused generation of recommendation message B 2012 (e.g., the user'sitem interest), and directions 2022 to the item. Directions 2022 may beassociated with a visual output 2024, including a map for visual data2026. In other embodiments, visual data 2026 of visual output 2024 maycorrespond to an augmented reality type output configured to overlaydirections 2022 onto captured media by communication device 110.

Communication device 110 may further include data sharing information2028 in an interface of service application interface 2000 and/orassociated with service application interface 2000 (e.g., anotherinterface related to service application interface 2000). Data sharinginformation 2028 may include information for sharing data captured bycommunication device 110 with a service provider for generation ofrecommendations for the user and/or other users. In this regard, datasharing information 2028 includes allowed data sharing 2030, which maybe associated with sensors 2032 and/or bandwidth 2034. Sensors 2032 mayindicate the device sensors and/or components that are used to capturedata transmitted to the service provider, such as usage allowances andrestrictions on device components to capture data. Bandwidth 2034 mayalso indicate an allowable amount of data transfer, for example, tolimit an amount or frequency of data transfer. Bandwidth 2034 may bedependent on a connection of communication device 110, for example, bylimiting all or a portion of data sharing on a mobile plan whileallowing certain or all data sharing while on a WiFi network or othernetwork having less restrictive or costly data sharing requirements.Additionally, the user may accrue rewards 2036 (e.g., item purchasebenefits, discounts, etc.) by virtue of allowed data sharing 2030, whichmay be accessible and used with one or more transactions.

FIG. 4 is an exemplary process flowchart for telecommunicationtransaction processing and fraud analysis, according to an embodiment.Note that one or more steps, processes, and methods described herein maybe omitted, performed in a different sequence, or combined as desired orappropriate.

At step 402 of flowchart 400, an indication of an item of interest forpurchase by a user is received. A purchase price and purchase locationfor purchase of the item by the user is determined using item data for aplurality of items, wherein the item data is associated with a communityof users including the user, at step 404 of flowchart 400. The item datamay be crowd-sourced from the community of users using devicesassociated with the community of users. The item data may compriseprices of the plurality of items from at least one merchant,availability of the plurality of items from the at least one merchant,or merchant locations for the plurality of items from the at least onemerchant. The crowd sourced data may be determined by the devices usinga device sensor, a GPS locator, a user input mechanism, application datafor an application, or captured media.

The purchase price and the purchase location may be further determinedbased on user data for the user, for example, the user data may comprisea location of the user, past shopping by the user, purchase preferencesof the user, a schedule of the user, or a required purchase by the user.Moreover, additional data associated with an environment associated witha merchant location for a merchant selling at least one of the pluralityof items may be used to determine the purchase price and the purchaselocation. The item data may be further determined using a networkeddevice or networked sensor associated with a merchant location for amerchant selling at least one of the plurality of items.

A recommendation for the item is determined using the purchase price andthe purchase location, at step 406 of flowchart 400. At step 408 offlowchart 400, a communication platform of a device of the user that ispreferred by the user for use of services provided by the serviceprovider system is determined, wherein the communication platformoutputs electronic messages to the device through a device application.The communication platform may be determined using past platform usagesby the user, application data for a device of the user, a schedule ofthe user, or actions by the user using the device. At step 410 offlowchart 400, the recommendation for the item is presented to the userthrough the communication platform. In various embodiments, a route tothe purchase location may be determined, wherein the recommendationcomprises the route. The route may be displayed as an augmented realityoverlay for a data capture device of a device for the user.Additionally, the item data may be received in real-time from thecommunity of users, wherein the recommendation is updated in real-timeon a device of the user based on item data. Thus, a reward system may beprovided to the community of users, wherein the rewards system providesa reward to individual users in the community of users based on datasharing by each of the individual users. Additionally, the reward systemmay comprise a tiered reward system, wherein tiers in the tiered rewardsystem are unlocked based on an amount of the data sharing.

FIG. 5 is a block diagram of a computer system suitable for implementingone or more components in FIG. 1, according to an embodiment. In variousembodiments, the communication device may comprise a personal computingdevice (e.g., smart phone, a computing tablet, a personal computer,laptop, a wearable computing device such as glasses or a watch,Bluetooth device, key FOB, badge, etc.) capable of communicating withthe network. The service provider may utilize a network computing device(e.g., a network server) capable of communicating with the network. Itshould be appreciated that each of the devices utilized by users andservice providers may be implemented as computer system 500 in a manneras follows.

Computer system 500 includes a bus 502 or other communication mechanismfor communicating information data, signals, and information betweenvarious components of computer system 500. Components include aninput/output (I/O) component 504 that processes a user action, such asselecting keys from a keypad/keyboard, selecting one or more buttons,image, or links, and/or moving one or more images, etc., and sends acorresponding signal to bus 502. I/O component 504 may also include anoutput component, such as a display 511 and a cursor control 513 (suchas a keyboard, keypad, mouse, etc.). An optional audio input/outputcomponent 505 may also be included to allow a user to use voice forinputting information by converting audio signals. Audio I/O component505 may allow the user to hear audio. A transceiver or network interface506 transmits and receives signals between computer system 500 and otherdevices, such as another communication device, service device, or aservice provider server via network 170. In one embodiment, thetransmission is wireless, although other transmission mediums andmethods may also be suitable. One or more processors 512, which can be amicro-controller, digital signal processor (DSP), or other processingcomponent, processes these various signals, such as for display oncomputer system 500 or transmission to other devices via a communicationlink 518. Processor(s) 512 may also control transmission of information,such as cookies or IP addresses, to other devices.

Components of computer system 500 also include a system memory component514 (e.g., RAM), a static storage component 516 (e.g., ROM), and/or adisk drive 517. Computer system 500 performs specific operations byprocessor(s) 512 and other components by executing one or more sequencesof instructions contained in system memory component 514. Logic may beencoded in a computer readable medium, which may refer to any mediumthat participates in providing instructions to processor(s) 512 forexecution. Such a medium may take many forms, including but not limitedto, non-volatile media, volatile media, and transmission media. Invarious embodiments, non-volatile media includes optical or magneticdisks, volatile media includes dynamic memory, such as system memorycomponent 514, and transmission media includes coaxial cables, copperwire, and fiber optics, including wires that comprise bus 502. In oneembodiment, the logic is encoded in non-transitory computer readablemedium. In one example, transmission media may take the form of acousticor light waves, such as those generated during radio wave, optical, andinfrared data communications.

Some common forms of computer readable media includes, for example,floppy disk, flexible disk, hard disk, magnetic tape, any other magneticmedium, CD-ROM, any other optical medium, punch cards, paper tape, anyother physical medium with patterns of holes, RAM, PROM, EEPROM,FLASH-EEPROM, any other memory chip or cartridge, or any other mediumfrom which a computer is adapted to read.

In various embodiments of the present disclosure, execution ofinstruction sequences to practice the present disclosure may beperformed by computer system 500. In various other embodiments of thepresent disclosure, a plurality of computer systems 500 coupled bycommunication link 518 to the network (e.g., such as a LAN, WLAN, PTSN,and/or various other wired or wireless networks, includingtelecommunications, mobile, and cellular phone networks) may performinstruction sequences to practice the present disclosure in coordinationwith one another.

Where applicable, various embodiments provided by the present disclosuremay be implemented using hardware, software, or combinations of hardwareand software. Also, where applicable, the various hardware componentsand/or software components set forth herein may be combined intocomposite components comprising software, hardware, and/or both withoutdeparting from the spirit of the present disclosure. Where applicable,the various hardware components and/or software components set forthherein may be separated into sub-components comprising software,hardware, or both without departing from the scope of the presentdisclosure. In addition, where applicable, it is contemplated thatsoftware components may be implemented as hardware components andvice-versa.

Software, in accordance with the present disclosure, such as programcode and/or data, may be stored on one or more computer readablemediums. It is also contemplated that software identified herein may beimplemented using one or more general purpose or specific purposecomputers and/or computer systems, networked and/or otherwise. Whereapplicable, the ordering of various steps described herein may bechanged, combined into composite steps, and/or separated into sub-stepsto provide features described herein.

The foregoing disclosure is not intended to limit the present disclosureto the precise forms or particular fields of use disclosed. As such, itis contemplated that various alternate embodiments and/or modificationsto the present disclosure, whether explicitly described or impliedherein, are possible in light of the disclosure. Having thus describedembodiments of the present disclosure, persons of ordinary skill in theart will recognize that changes may be made in form and detail withoutdeparting from the scope of the present disclosure. Thus, the presentdisclosure is limited only by the claims.

1. (canceled)
 2. A system comprising: one or more processors; and one ormore machine-readable storage media having instructions stored thereonthat, in response to being executed by the one or more processors, causethe system to perform operations comprising: receiving, by a datadetection component, an indication of an item of interest by a user of auser device; determining data features associated with the item ofinterest; in response to the determining, transmitting a request forinformation on the item of interest based in part on the data features;receiving, related information on the item of interest based on thetransmitting; and presenting, relevant recommendations based on the itemof interest and received related information.
 3. The system of claim 2,wherein the transmitting request includes a request to deviceswirelessly connected with the user device.
 4. The system of claim 2,wherein the request includes a crowdsourced request for the informationfrom wirelessly connected devices.
 5. The system of claim 2, wherein theoperations further comprise: transmitting, a request for userpreferences to the user of the user device; and accessing, environmentalinformation associated with the user device.
 6. The system of claim 2,wherein relevant recommendations includes matching at least one of acost, location, and availability of the related information.
 7. Thesystem of claim 2, wherein the presenting is provided through anaugmented reality.
 8. The system of claim 5, wherein the environmentalinformation includes at least one of a device location, trafficinformation, and sensor device information.
 9. A method comprising:receiving, by a data detection component, an indication of an item ofinterest by a user of a user device; determining data featuresassociated with the item of interest; in response to the determining,transmitting a request for information on the item of interest based inpart on the data features; receiving, related information on the item ofinterest based on the transmitting; and presenting, relevantrecommendations based on the item of interest and received relatedinformation.
 10. The method of claim 9, wherein the transmitting requestincludes a request to devices wirelessly connected with the user device.11. The method of claim 9, wherein the request includes a crowdsourcedrequest for the information from wirelessly connected devices.
 12. Themethod of claim 9, further comprising: transmitting, a request for userpreferences to the user of the user device; and accessing, environmentalinformation associated with the user device.
 13. The method of claim 9,wherein relevant recommendations include matching at least one of acost, location, and availability of the related information.
 14. Themethod of claim 9, wherein the presenting is provided through anaugmented reality.
 15. The method of claim 12, wherein the environmentalinformation includes at least one of a device location, trafficinformation, and sensor device information.
 16. A non-transitorymachine-readable medium having stored thereon machine-readableinstructions executable to cause a machine to perform operationscomprising: receiving, by a data detection component, an indication ofan item of interest by a user of a user device; determining datafeatures associated with the item of interest; in response to thedetermining, transmitting a request for information on the item ofinterest based in part on the data features; receiving, relatedinformation on the item of interest based on the transmitting; andpresenting, relevant recommendations based on the item of interest andreceived related information.
 17. The non-transitory machine-readablemedium of claim 16, wherein the transmitting request includes a requestto devices wirelessly connected with the user device.
 18. Thenon-transitory machine-readable medium of claim 16, wherein the requestincludes a crowdsourced request for the information from wirelesslyconnected devices.
 19. The non-transitory machine-readable medium ofclaim 16, wherein relevant recommendations include matching at least oneof a cost, location, and availability of the related information. 20.The non-transitory machine-readable medium of claim 19, wherein thepresenting is provided through an augmented reality.
 21. Thenon-transitory machine-readable medium of claim 16, whereinenvironmental information is received in the indication of the item ofinterest and includes at least one of a device location, trafficinformation, and sensor device information.